chaiml-nemo-espresso-an_5543

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-an_5543_v10

model_name: chaiml-nemo-espresso-an_5543_v10

model_group: ChaiML/nemo_espresso_ant

status: inactive

timestamp: 2024-12-06T18:28:40+00:00

num_battles: 10392

num_wins: 5582

celo_rating: 1286.82

family_friendly_score: 0.5822

family_friendly_standard_error: 0.006974857131153297

submission_type: basic

model_repo: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6233566249418186, 'latency_mean': 1.6041533029079438, 'latency_p50': 1.593550682067871, 'latency_p90': 1.768471622467041}, {'batch_size': 3, 'throughput': 1.1456209006503046, 'latency_mean': 2.614791111946106, 'latency_p50': 2.6619086265563965, 'latency_p90': 2.8699987649917604}, {'batch_size': 5, 'throughput': 1.3889413530760824, 'latency_mean': 3.579046401977539, 'latency_p50': 3.5677688121795654, 'latency_p90': 3.9178135871887205}, {'batch_size': 6, 'throughput': 1.4849990157903399, 'latency_mean': 4.006639287471772, 'latency_p50': 3.9950145483016968, 'latency_p90': 4.54693193435669}, {'batch_size': 8, 'throughput': 1.525145894867001, 'latency_mean': 5.198991310596466, 'latency_p50': 5.1909860372543335, 'latency_p90': 5.899232888221741}, {'batch_size': 10, 'throughput': 1.5714321189104095, 'latency_mean': 6.321803629398346, 'latency_p50': 6.353036403656006, 'latency_p90': 7.077885437011719}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-an_5543_v10

is_internal_developer: True

language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a

model_size: 13B

ranking_group: single

throughput_3p7s: 1.43

us_pacific_date: 2024-12-06

win_ratio: 0.5371439568899153

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>', '<|end_of_text|>', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-espresso-an-5543-v10-mkmlizer
Waiting for job on chaiml-nemo-espresso-an-5543-v10-mkmlizer to finish
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-nemo-espresso-an-5543-v10-mkmlizer: Downloaded to shared memory in 31.916s
chaiml-nemo-espresso-an-5543-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpnjmz2fnu, device:0
chaiml-nemo-espresso-an-5543-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-an-5543-v10-mkmlizer: quantized model in 35.372s
chaiml-nemo-espresso-an-5543-v10-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 67.288s
chaiml-nemo-espresso-an-5543-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-an-5543-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-an-5543-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v10
chaiml-nemo-espresso-an-5543-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v10/config.json
chaiml-nemo-espresso-an-5543-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v10/special_tokens_map.json
chaiml-nemo-espresso-an-5543-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v10/tokenizer_config.json
chaiml-nemo-espresso-an-5543-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v10/tokenizer.json
chaiml-nemo-espresso-an-5543-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v10/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-an-5543-v10-mkmlizer completed after 94.22s with status: succeeded
Stopping job with name chaiml-nemo-espresso-an-5543-v10-mkmlizer
Pipeline stage MKMLizer completed in 94.69s
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Creating inference service chaiml-nemo-espresso-an-5543-v10
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Inference service chaiml-nemo-espresso-an-5543-v10 ready after 170.60836005210876s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0336368083953857s
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Received healthy response to inference request in 1.418846845626831s
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5th percentile: 1.4074138164520265
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mean time: 1.6438726425170898
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chaiml-nemo-espresso-an_5543_v10 status is now inactive due to auto deactivation removed underperforming models